Summer 2026

Ph.D. Research Internship

Data Science & Machine Learning

Posted on 8/23/2025

Castleton Commodities International

Castleton Commodities International

501-1,000 employees

Energy trading and infrastructure asset investing

No salary listed

London, UK + 1 more

More locations: Stamford, CT, USA

In Person

Category
AI & Machine Learning (1)
Data & Analytics (1)
Required Skills
Python
Data Science
Machine Learning
Pandas
NumPy
Reinforcement Learning
Requirements
  • Currently pursuing a Ph.D. in Statistics, Physics, Computer Science, Mathematics, or related technical field with a focus in Machine Learning.
  • Expected graduation date of Winter 2026 or Spring/Summer 2027.
  • Experience applying machine learning techniques such as regression, time series forecasting, deep learning, reinforcement learning, or predictive modeling to solve problems involving complex data patterns and market dynamics.
  • Strong programming experience in Python (preferred libraries: Pandas, NumPy, etc.).
  • Ability to communicate and interact with a wide range of users, from very technical to non-technical backgrounds.
  • Strong analytical skills with demonstrated attention to detail.
Responsibilities
  • Conduct research on emerging project topics, including energy fundamental data, analytics trends, and best practices in big data and artificial intelligence.
  • Apply mathematical and statistical knowledge to enhance existing machine learning applications and explore new solutions.
  • Work closely with Data Scientists, Analysts, and Traders to design, implement, and optimize machine learning models for time series forecasting, including ARIMA/SARIMA, gradient boosting methods (e.g., XGBoost), LSTM networks, and linear regression-based approaches.
  • Assist in designing and implementing end-to-end data ingestion processes, ensuring seamless data flow to investing teams.
  • Work with desk heads, traders, and analysts to understand current data architecture, investment processes, and functional requirements for data science analysis.
  • Contribute to identifying and back-testing new data sets, leveraging machine learning techniques to drive insights.
Castleton Commodities International

Castleton Commodities International

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Castleton Commodities International trades energy and invests in energy infrastructure assets using deep fundamental research and data analytics. It buys and sells physical energy commodities and owns or funds infrastructure assets like storage facilities and pipelines, guided by market research to forecast supply and demand and to manage risk. It stands out by combining rigorous fundamental analysis with analytics and by blending short-term trading with long-term infrastructure ownership, unlike firms that focus on only one approach. Its goal is to provide sustainable, reliable energy while growing capital through disciplined trading and asset investments.

Company Size

501-1,000

Company Stage

Debt Financing

Total Funding

$4.2B

Headquarters

Stamford, Connecticut

Founded

2001

Your Connections

People at Castleton Commodities International who can refer or advise you

Simplify Jobs

Simplify's Take

What believers are saying

  • Oversubscribed $2.1B credit facilities from 17 banks signal lender confidence.
  • $1B accordion option enhances liquidity for infrastructure expansions.
  • Tokyo Gas $525M Chevron deal expands CCI's U.S. shale gas footprint.

What critics are saying

  • $800M tranche matures November 2026, forcing refinance amid rate hikes.
  • PJM capacity prices crash 40% post-2025 slashes Hunlock revenues 60%.
  • Mercuria's $1.2B Vitol acquisition undercuts CCI's PJM spreads 15-25%.

What makes Castleton Commodities International unique

  • CCI integrates commodity trading with ownership of gas plants and BESS assets.
  • S4 Energy subsidiary pioneers 310 MW German BESS portfolio operational 2026-2028.
  • Acquired Hunlock Creek 169 MW plant accesses Marcellus Shale gas in PJM.

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Benefits

Health Insurance

Dental Insurance

Life Insurance

Employee Assistance & Wellness Programs

Parental Leave

Charitable Contribution Match Program

Tuition Assistance & Reimbursement

Paid Time Off

Continued Learning Opportunities

Employee Discount Program

Gym Membership

Growth & Insights and Company News

Headcount

6 month growth

1%

1 year growth

1%

2 year growth

1%
TradingKey
Mar 31st, 2025
Japan's Tokyo Gas expands in US shale gas with Chevron deal

T and Castleton Commodities International, has bought a 70% stake in east Texas gas assets from Chevron for $525 million, the company said on Tuesday, as it expands its U.S. gas business.

PR Newswire
Dec 3rd, 2024
Castleton Commodities International Llc Closes Credit Facilities Totaling $2.1 Billion

STAMFORD, Conn., Dec. 3, 2024 /PRNewswire/ -- Castleton Commodities International LLC (CCI) has announced the renewal of two credit facilities totaling $2.1 billion. The facilities include a $1.9 billion secured borrowing base facility, divided into an $800 million one-year tranche and a $1.1 billion two-year tranche. The secured facility also features a $1 billion accordion option to enhance CCI's liquidity and support future growth. In addition, there is a $200 million one-year committed unsecured revolving credit facility. Consistent with last year, the bank group includes 16 banks from nine different countries

Marcellus Drilling News
Nov 20th, 2024
UGI Sells Marcellus Gas-Fired Power Plant in NE Pa. to Castleton

UGI Corporation, a diversified energy company with midstream (pipeline) operations in the Marcellus and one of Pennsylvania's largest utility companies, is selling its 169-megawatt natural gas-fired power plant near Wilkes-Barre, PA, to Castleton Commodities International for an undisclosed amount.

PR Newswire
Nov 19th, 2024
Castleton Commodities International Llc Acquires The Hunlock Creek Energy Center

STAMFORD, Conn., Nov. 19, 2024 /PRNewswire/ -- Castleton Commodities International LLC (CCI) announced today that a subsidiary has acquired the Hunlock Creek Energy Center (Hunlock) in Luzerne County, Pennsylvania, from UGI Energy Services LLC. Hunlock is a 169-megawatt natural gas-fired power plant in PJM, a regional transmission organization, with access to natural gas from the Marcellus Shale, the largest natural gas-producing formation in the United States. "We continue to expand our U.S. power portfolio with high-quality assets and are excited to add Hunlock to the portfolio," said Jordan Love, principal in CCI's Principal Investments team. "Hunlock is a great fit for our asset optimization capabilities, and we are exploring multiple paths for expansion, including energy storage, data center development and additional gas-fired capacity. We are dedicated to facilitating a seamless transition of ownership and maintaining Hunlock as a reliable and cost-effective power source."

Energy Global
Nov 12th, 2024
Capcora advises Terra One on BESS sale to Castleton Commodities International

Terra One Climate Solutions GmbH, a pioneer in grid scale battery energy storage systems (BESS) in Germany, has announced an agreement to sell a 310 MW portfolio of stand-alone battery storage project rights in Germany to Castleton Commodities International LLC (CCI), a global energy commodities merchant and infrastructure asset investor.

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